使用4D切片方式，利用深度学习从时、频、空间域进行EEG情绪识别解码
☆28Feb 5, 2023Updated 3 years ago
Alternatives and similar repositories for ER-4D-CRNN
Users that are interested in ER-4D-CRNN are comparing it to the libraries listed below
Sorting:
- ☆10Aug 13, 2021Updated 4 years ago
- The official implementation of the paper "Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Con…☆35May 7, 2025Updated 10 months ago
- This repository contains the tensorflow implementation for our ICONIP-2018 paper: "Continuous Convolutional Neural Network with 3D Input …☆59Apr 20, 2023Updated 2 years ago
- ☆40Apr 11, 2021Updated 4 years ago
- Implement simple EEG classification models which are EEGNet, DeepConvNet with BCI competition dataset☆18Apr 24, 2020Updated 5 years ago
- pytorch implementation of EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks☆102Jun 21, 2023Updated 2 years ago
- ☆20Jul 30, 2020Updated 5 years ago
- 使用的pytorch编写的eegnet代码，方便现在进行调试☆28Sep 12, 2023Updated 2 years ago
- This repository compares typical and advanced modeling approaches for EEG Emotion Recognition.☆30Sep 18, 2022Updated 3 years ago
- ☆15Jan 30, 2024Updated 2 years ago
- Code Implementation of paper: Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model☆39Jul 24, 2025Updated 7 months ago
- Diagnosing Autism Spectrum Disorder using fMRI data☆14Sep 11, 2023Updated 2 years ago
- Public Models considered for emotion estimation from EEG☆34Sep 8, 2022Updated 3 years ago
- Emotion Recognition from EEG Signals using the DEAP dataset with 86.4% accuracy. Applied multiple machine learning models and implemented…☆89Aug 3, 2019Updated 6 years ago
- a fmri_data based disease classification using ML&DL methods☆10Nov 15, 2023Updated 2 years ago
- Confronto fra cinque diversi modelli di machine learning per il riconoscimento delle emozioni usando rivelazioni EEG e movimento oculare …☆13Oct 5, 2023Updated 2 years ago
- Emotion analysis on DREAMER dataset using various Deep Learning Techniques☆13Jan 1, 2021Updated 5 years ago
- 脑电波：视觉感受区电位信号(LFP)与视觉刺激之间关系研究（盲信号处理）☆12Sep 1, 2017Updated 8 years ago
- A fundamental exploration about EEG-BCI emotion recognition using the SEED dataset & dataset from kaggle.☆11Mar 11, 2024Updated last year
- EEG Emotion classification using the DEAP pre-processed data☆165Nov 7, 2018Updated 7 years ago
- ☆10Jul 30, 2023Updated 2 years ago
- ☆10Sep 17, 2020Updated 5 years ago
- This is a 3D motion capture software developed using Unity, Mediapipe, and Python, supporting real-time tracking and synchronization of t…☆15May 12, 2025Updated 9 months ago
- 脑电信号处理工具包☆11Oct 7, 2016Updated 9 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 2 years ago
- ☆16Sep 13, 2025Updated 5 months ago
- 明日方舟自制图地图包的unity渲染工程（无代码）☆15Oct 21, 2023Updated 2 years ago
- Statistical comparison study of valence-arousal classifiers from EEG signals on DEAP and MANHOB datasets☆12Sep 28, 2022Updated 3 years ago
- ☆66Apr 19, 2023Updated 2 years ago
- 对一段脑电信号进行预处理，包括工频干扰消除、基线漂移消除，对预处理后的脑电信号进行频谱分析☆13Jul 16, 2021Updated 4 years ago
- Large-scale Data Classification based on the Integrated Fusion of Fuzzy Learning and Graph Neural Network☆13Nov 2, 2023Updated 2 years ago
- Public EEG-based motor imagery (MI) datasets☆12Feb 1, 2024Updated 2 years ago
- EEG emotion classification based on Graph CNN and fine-gained algorithm.☆12Dec 11, 2020Updated 5 years ago
- 这是一个基于Python的九型人格测试系统☆13Dec 23, 2025Updated 2 months ago
- This repository contains the tensorflow implementation for the paper: "Emotion Recognition from Multi-Channel EEG through Parallel Convol…☆47Oct 25, 2019Updated 6 years ago
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 2 years ago
- EEG-based Emotion Recognition via Channel-wise Attention and Self Attention☆15Sep 21, 2020Updated 5 years ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- ☆11Feb 9, 2023Updated 3 years ago